Skip to Content
Hands-On Automated Machine Learning
book

Hands-On Automated Machine Learning

by Sibanjan Das, Umit Mert Cakmak
April 2018
Beginner to intermediate content levelBeginner to intermediate
282 pages
6h 52m
English
Packt Publishing
Content preview from Hands-On Automated Machine Learning

Why use AutoML and how does it help?

There are a lot of ML tutorials on the internet, and usually the sample datasets are clean, formatted, and ready to be used with algorithms because the aim of many tutorials is to show the capability of certain tools, libraries, or Software as a Service (SaaS) offerings.

In reality, datasets come in different types and sizes. A recent industry survey done by Kaggle in 2017, titled The State of Data Science and Machine Learning, with over 16,000 responses, shows that the top-three commonly-used datatypes are relational data, text data, and image data.

Moreover, messy data is at the top of the list of problems that people have to deal with, again based on the Kaggle survey. When a dataset is messy and needs ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

Automated Machine Learning

Automated Machine Learning

Adnan Masood
R: Unleash Machine Learning Techniques

R: Unleash Machine Learning Techniques

Raghav Bali, Dipanjan Sarkar, Brett Lantz, Cory Lesmeister

Publisher Resources

ISBN: 9781788629898Supplemental Content